IMO it's most useful (though somewhat more difficult to implement) to be able to use the aliases with window functions or large case/when statements, something like
SELECT
page,
SUM(clicks) AS total_clicks,
100. * total_clicks / (SUM(total_clicks) OVER ()) AS click_pct,
100. * SUM(total_clicks) OVER (ORDER BY total_clicks DESC ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) / (SUM(total_clicks) OVER ()) AS cumulative_click_pct
FROM weblog
GROUP BY page;